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semi-supervised learning

2341 papers

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Also known as

SSL SEMISL SEMI-SL

Co-occurring keywords

text classification (6793) domain adaptation (4595) representation learning (6206) data augmentation (3052) semantic segmentation (3186) contrastive learning (4032) pseudo labeling (312) graph neural network (3962) transfer learning (5449) label propagation (185)

Papers

Unbiased Subclass Regularization for Semi-Supervised Semantic Segmentation CVPR 2022
SPLICEOUT: A Simple and Efficient Audio Augmentation Method INTERSPEECH 2022
Speaker consistency loss and step-wise optimization for semi-supervised joint training of TTS and ASR using unpaired text data INTERSPEECH 2022
UniCon: Combating Label Noise Through Uniform Selection and Contrastive Learning CVPR 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text A Complementary Joint Training Approach Using Unpaired Speech and Text INTERSPEECH 2022
Deciphering Speech: a Zero-Resource Approach to Cross-Lingual Transfer in ASR INTERSPEECH 2022
Semi-Supervised Learning of Semantic Correspondence With Pseudo-Labels CVPR 2022
Semi-Supervised Learning with Decision Trees: Graph Laplacian Tree Alternating Optimization NIPS 2022
TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022
Learning From Temporal Gradient for Semi-Supervised Action Recognition CVPR 2022
End-to-End Open-Set Semi-Supervised Node Classification with Out-of-Distribution Detection IJCAI 2022
SphericGAN: Semi-Supervised Hyper-Spherical Generative Adversarial Networks for Fine-Grained Image Synthesis CVPR 2022
Semi-Supervised Wide-Angle Portraits Correction by Multi-Scale Transformer CVPR 2022
Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022
A Semi-supervised Approach for a Better Translation of Sentiment in Dialectical Arabic UGT EMNLP 2022
Selective Pseudo-labeling and Class-wise Discriminative Fusion for Sound Event Detection INTERSPEECH 2022
UCC: Uncertainty Guided Cross-Head Co-Training for Semi-Supervised Semantic Segmentation CVPR 2022
Weighted Distillation with Unlabeled Examples NIPS 2022
Cross-Patch Dense Contrastive Learning for Semi-Supervised Segmentation of Cellular Nuclei in Histopathologic Images CVPR 2022
Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022
Semi-supervised Learning with Multi-Head Co-Training AAAI 2022
Regularizing Graph Neural Networks via Consistency-Diversity Graph Augmentations AAAI 2022
Less Can Be More: Sound Source Localization With a Classification Model WACV 2022
Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems EMNLP 2022
Enhancing Structure-aware Encoder with Extremely Limited Data for Graph-based Dependency Parsing COLING 2022